Publication IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer SciencesVol.E88-ANo.3pp.798-799 Publication Date: 2005/03/01 Online ISSN: DOI: 10.1093/ietfec/e88-a.3.798 Print ISSN: 0916-8508 Type of Manuscript: LETTER Category: Image Keyword: rank filters, RM-estimators, ABSTM-KNN filters,
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Summary: We present the Ansari-Bradley-Siegel-Tukey M-type K-nearest neighbor (ABSTM-KNN) filter to remove impulse noise from corrupted images. Extensive simulations have demonstrated that the proposed filter consistently outperforms other filters by balancing the tradeoff between noise suppression and detail preservation.
